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Dungang Liu

3 papers hereh-index 11621 citations27 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author1
  • last author2

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • stat.ME3

identity via Semantic Scholar / OpenAlex

activity
20202023
most citedNonparametric fusion learning: synthesize inferences from diverse sources using depth confidence distribution

2 citations · 2 across the 3 of their papers we have counts for

collaborators

3 papers

stat.ME2023

Surrogate method for partial association between mixed data with application to well-being survey analysis

Shaobo Li, Zhaohu Fan, Ivy Liu +2

This paper is motivated by the analysis of a survey study of college student wellbeing before and after the outbreak of the COVID-19 pandemic. A statistical challenge in well-being…

stat.ME2022

Model diagnostics of discrete data regression: a unifying framework using functional residuals

Zewei Lin, Dungang Liu

Model diagnostics is an indispensable component of regression analysis, yet it is not well addressed in standard textbooks on generalized linear models. The lack of exposition is a…

stat.ME2020★ 2 cited

Nonparametric fusion learning: synthesize inferences from diverse sources using depth confidence distribution

Dungang Liu, Regina Y. Liu, Minge Xie

Fusion learning refers to synthesizing inferences from multiple sources or studies to provide more effective inference and prediction than from any individual source or study alone…

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